Zobrazeno 1 - 10
of 84
pro vyhledávání: '"Weili Lin"'
Publikováno v:
J Neurosci
The functional connectome fingerprint is a cluster of individualized brain functional connectivity patterns that are capable of distinguishing one individual from others. Although its existence has been demonstrated in adolescents and adults, whether
Publikováno v:
Proceedings of the National Academy of Sciences. 119
Surface area of the human cerebral cortex expands extremely dynamically and regionally heterogeneously from the third trimester of pregnancy to 2 y of age, reflecting the spatial heterogeneity of the underlying microstructural and functional developm
Autor:
Hongtu Zhu, Jessica R. Cohen, Han Zhang, Sheng-Che Hung, Weiyan Yin, Peter J. Mucha, Dinggang Shen, Tengfei Li, Li Wang, Weili Lin
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America
Significance While adult brains are known to be functionally flexible, the emergence of a functionally flexible brain during early infancy is largely uncharted due the lack of approaches to assess neural flexibility in infants. Using recent advances
Publikováno v:
Cereb Cortex
Uncovering the moment-to-moment dynamics of functional connectivity (FC) in the human brain during early development is crucial for understanding emerging complex cognitive functions and behaviors. To this end, this paper leveraged a longitudinal res
Autor:
Shunren Xia, Li Wang, Dingna Duan, John H. Gilmore, Zhengwang Wu, Dinggang Shen, Islem Rekik, Gang Li, Weili Lin
Publikováno v:
Human Brain Mapping. 41:1985-2003
Studying the early dynamic development of cortical folding with remarkable individual variability is critical for understanding normal early brain development and related neurodevelopmental disorders. This study focuses on the fingerprinting capabili
Publikováno v:
IEEE Trans Med Imaging
Missing data is a common problem in longitudinal studies due to subject dropouts and failed scans. We present a graph-based convolutional neural network to predict missing diffusion MRI data. In particular, we consider the relationships between sampl
Autor:
Anqi Qiu, Karen M. Grewen, Andrew P. Salzwedel, Wei Gao, John H. Gilmore, Rebecca C. Knickmeyer, Weili Lin
Publikováno v:
NeuroImage. 185:802-812
The past decades witnessed a surge of interest in neuroimaging study of normal and abnormal early brain development. Structural and functional studies of normal early brain development revealed massive structural maturation as well as sequential, coo
Publikováno v:
Medical image analysis. 68
The connectional map of the baby brain undergoes dramatic changes over the first year of postnatal development, which makes its mapping a challenging task, let alone learning how to predict its evolution. Currently, learning models for predicting bra
Publikováno v:
Human Brain Mapping. 39:3625-3635
The folding of the human cerebral cortex is highly complex and variable across individuals, but certain common major patterns of cortical folding do exist. Mining such common patterns of cortical folding is of great importance in understanding the in
Autor:
Gang Li, Li Wang, Zhengwang Wu, Liangjun Chen, Fan Wang, Weili Lin, for Unc, J. Keith Smith, Dan Hu, Dinggang Shen
Publikováno v:
Med Image Anal
Automatic correction of intensity nonuniformity (also termed as the bias correction) is an essential step in brain MR image analysis. Existing methods are typically developed for adult brain MR images based on the assumption that the image intensitie